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Anastasia Vepreva

2 accepted papers

2025

ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction

NeurIPS 2025poster

Despite recent advances in machine learning, many scientific discoveries in chemistry still rely on manually curated datasets extracted from the scientific literature. Automation of information extraction in specialized chemistry domains has the potential to scale up machine learning applications an…

Cited by 0SourceScholar
2025

MADD: Multi-Agent Drug Discovery Orchestra

EMNLP 2025

Hit identification is a central challenge in early drug discovery, traditionally requiring substantial experimental resources. Recent advances in artificial intelligence, particularly large language models (LLMs), have enabled virtual screening methods that reduce costs and improve efficiency. Howev